Transcriptomic effects of combination Menin-MLL1 inhibition and FLT3 inhibition on human AML cells
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE149049 | GEO | 2020/12/17
REPOSITORIES: GEO
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Project description:Gilteritinib is a FLT3 inhibitor that has been approved for relapsed acute myeloid leukemia (AML) carrying FLT3 mutations. However, the effects of this drug on chromatin remodeling of AML cells remains unknown. We tested the state of chromatin openness of AML cells obtained from a patient before and after treatment with gilteritinib using Assay for Transposase-Accessible Chromatin with high-throughput sequencing (ATAC-seq).
2022-08-09 | GSE210617 | GEO
Project description:Kinase hyperactivity is a common driver of acute myeloid leukemia (AML) and serves as a therapeutic target. The most frequent genetic aberration leading to hyperactive kinase signaling and poor prognosis is internal tandem duplication (ITD) of the FMS-tyrosine-like Kinase 3-gene (FLT3). FLT3-ITD induces ligand independent activation of FLT3 and downstream pathways leading to proliferation, decreased apoptosis and partial differentiation block. Combined with chemotherapy, FLT3-Tyrosine Kinase Inhibitor (FLT3-TKI) midostaurin improves overall survival (OS) of newly diagnosed FLT3-mutated AML patients, whereas single agent gilteritinib proved superior to chemotherapy in relapsed/refractory FLT3-mutated AML patients . As the primary targets of currently approved FLT3-TKIs are tyrosine (Y) kinases, we hypothesized that direct evaluation of tyrosine phosphorylation status could reveal pY phosphorylation profiles associated with FLT3-TKI response. Therefore, we used label-free pTyr-based phosphoproteomics in 35 primary AML samples (18 FLT3-WT, 17 FLT3-ITD), to identify differentially phosphorylated proteins underlying response to the FLT3-TKIs gilteritinib and midostaurin. We identified a total of 3024 unique phosphosites (median 1299 per sample, range 286 – 1612, pS:pT:pY 11.9%:9.5%:78.6%). Due to low number of identified phosphosites, we excluded two samples from further analyses. On the remaining 33 samples, we additionally performed IMAC global phosphoproteomics and on 17 samples protein expression analysis.
2021-09-10 | PXD024235 | Pride
Project description:While clinical benefit has been observed with gilteritinib, most patients relapse through unknown mechanisms. To investigate mechanisms of gilteritinib resistance, we performed targeted genomic sequencing and single cell (sc) RNASeq on primary FLT3-ITD-mutated AML samples. Co-occurring mutations in RAS pathway genes were the most common. In gilteritinib-unresponsive patients, increased expression of bone marrow-derived hematopoietic cytokines and chemokines was observed after treatment compared to gilteritinib-sensitive patients. Expression of the TEK-family kinase, BMX, was higher in gilteritinib-unresponsive patients after treatment compared to gilteritinib-sensitive patients. BMX contributed to gilteritinib resistance in FLT3-mutant cells lines in a hypoxia-dependent manner by promoting pSTAT5 signaling, which was reversed with pharmacological inhibition and genetic knockout. In primary FLT3-mutated AML samples, pharmacological inhibition of BMX enhanced the antileukemic activity of gilteritinib and decreased chemokine expression. Gene module analysis associated gilteritinib responsiveness with lymphocyte differentiation and myeloid leukocyte activation. By contrast, unresponsiveness to gilteritinib associated with upregulation of cell-cycle, DNA/RNA metabolic processes, and protein translation. Together, these data support a role for microenvironment-mediated factors modulated by BMX in the escape from targeted therapy and gilteritinib resistance. This analysis provides a deeper understanding of targets and pathways for potential therapeutic intervention to restore gilteritinib sensitivity.
2022-07-07 | GSE199333 | GEO
Project description:Acquisition of an internal tandem duplication of the juxtamembrane region of FLT3 (FLT3-ITD) is a common event in Acute myeloid leukemia (AML) patients and is associated with poor outcomes at high allelic frequency. Although targeted therapies against FLT3-ITD exist, narrow therapeutic index as monotherapies and failure to achieve complete remission limits their clinical application. Using a genome-wide CRISPR knockout screen, we identified cyclin-dependent kinase (CDK9), protein arginine methyltransferase (PRMT5) and dihydroorotate dehydrogenase (DHODH) as novel synthetic lethal partners with gilteritinib treatment. We demonstrated that genetic or pharmacologic inhibition of these targets in combination with gilteritinib synergistically kill AML cells. The presence of FLT3-ITD was shown to cause a significant increase in aerobic glycolysis, rending the leukemia cells highly sensitive to pharmacological inhibition of glycolytic activity. Supportive of this, our screen shows that sgRNAs targeting ~28 genes in the glycolysis pathway are enriched in cells treated with gilteritinib, suggesting that switching to oxidative phosphorylation from aerobic glycolysis may represent a metabolic adaption of the leukemic cells to resistance to FLT3-targeted therapy. Interestingly, the knockdown of CDK9, PRMT5 or DHODH in presence of gilteritinib cooperatively shuts down oxidative phosphorylation and associated purine biosynthesis and mevalonate pathway, implying inhibition of these genes along with proteins involved in the mitochondria respiratory chain complexes and energy metabolism may represent an attractive strategy to resensitize leukemic cells to gilteritinib treatment. Overall, these findings provide the basis for maximizing therapeutic impact of FLT3-ITD inhibitors and provide a rationale for a clinical trial of these novel combinatorial therapies.
2022-09-21 | GSE185519 | GEO
Project description:The interaction of Menin (MEN1) and MLL (MLL1, KMT2A) is a dependency and potential therapeutic opportunity against NPM1 mutant (NPM1mut) and MLL-rearranged (MLL-r) leukemias. Concomitant activating driver mutations in the gene encoding the tyrosine kinase FLT3 occur in both leukemias and are particularly common in the NPM1mut subtype. Transcriptional profiling upon pharmacological inhibition of the Menin-MLL complex revealed specific changes in gene expression with downregulation of the MEIS1 transcription factor and its transcriptional target gene FLT3 being most pronounced. Combining Menin-MLL inhibition with specific small molecule kinase inhibitors of FLT3 phosphorylation resulted in a significantly superior reduction of phosphorylated FLT3 and transcriptional suppression of genes downstream to FLT3 signaling. The drug combination induced synergistic inhibition of proliferation as well as enhanced apoptosis and differentiation compared to single-drug treatment in models of human and murine NPM1mut and MLL-r leukemias harboring an FLT3 mutation. Primary AML cells harvested from patients with NPM1mut FLT3mut AML showed significantly better responses to combined Menin and FLT3 inhibition than to single-drug or vehicle control treatment, while AML cells with wildtype NPM1, MLL, and FLT3 were not affected by any of the two drugs. In vivo treatment of leukemic animals with MLL-r FLT3mut leukemia reduced leukemia burden significantly and prolonged survival compared to the single-drug and vehicle control groups. Our data suggest that combined Menin-MLL and FLT3 inhibition represents a novel and promising therapeutic strategy for patients with NPM1mut or MLL-r leukemia and concurrent FLT3 mutation.
2020-07-01 | GSE144759 | GEO
Project description:Treatment with Menin inhibitor (MI) disrupts interaction between Menin and MLL1 or MLL1-fusion protein (FP), inhibits HOXA9/MEIS1, induces differentiation and loss of survival of AML harboring MLL1 re-arrangement (r) and FP, or expressing mutant (mt)-NPM1. Following MI treatment, although clinical responses are common, majority of patients with AML with MLLr or mt-NPM1 succumb to their disease. Pre-clinical studies presented here demonstrate that genetic knockout or degradation of Menin, or treatment with the MI SNDX-50469 reduces MLL1/MLL1-FP targets, associated with MI-induced differentiation and loss of viability. MI treatment also attenuates BCL2 and CDK6 levels. Co-treatment with SNDX-50469 and BCL2 inhibitor (venetoclax), or CDK6 inhibitor (abemaciclib) induces synergistic lethality in cell lines and patient-derived AML cells harboring MLL1r or mtNPM1. Combined therapy with SNDX-5613 and venetoclax exerts superior in vivo efficacy in cell line or PD AML cell xenografts harboring MLL1r or mt-NPM1. Synergy with the MI-based combinations is preserved against MLLr AML cells expressing FLT3 mutation, also CRISPR edited to introduce mtTP53. These findings highlight the promise of clinically testing these MI-based combinations against AML harboring MLL1r or mtNPM1.
2022-03-12 | GSE190719 | GEO
Project description:Monotherapy with Menin inhibitor (MI), e.g., SNDX-5613, induces clinical remissions in patients with relapsed/refractory AML harboring MLL1-r or mtNPM1, but most patients either fail to respond or eventually relapse. Utilizing single cell RNA-Seq, ChiP-Seq, concordant perturbations in ATAC-Seq and RNA-Seq peaks, RPPA and CyTOF analyses, present pre-clinical studies elucidate gene-expression correlates of MI efficacy in AML cells harboring MLL1-r or mtNPM1. MI-mediated genome-wide, concordant, log2 fold-perturbations (up or down-regulation) in ATAC-Seq and RNA-Seq peaks were observed at the loci of MLL-FP target genes, with upregulation of mRNAs associated with AML differentiation. scRNA-Seq analysis of bone marrow aspirate (BMA) cells harboring MLL1-FP and FLT3 mutation revealed enrichment of gene-sets of TNFα, interferon α/γ, inflammatory response and apoptosis gene-sets, but negative enrichment of the gene-set of MYC targets. Notably, MI treatment reduced the number of cells expressing the stem/progenitor cell signature. A protein domain-focused CRISPR-Cas9 screen in MLL1-r AML cells identified targetable co-dependencies with MI treatment, including BRD4, EP300, MOZ and KDM1A. Consistent with this, in vitro co-treatment with MI and BET, MOZ, LSD1 or CBP/p300 inhibitor induced synergistic loss of viability of AML cells with MLL1-r or mtNPM1. Co-treatment with MI and BET or CBP/p300 inhibitor also exerted significantly superior in vivo efficacy in xenograft models of AML with MLL1-r. These findings highlight novel, MI-based combinations that could prevent escape of AML stem/progenitor cells following MI monotherapy and could potentially prevent therapy-refractory relapse of AML with MLL1-r or mtNPM1.
2023-04-19 | GSE228321 | GEO
Project description:Monotherapy with Menin inhibitor (MI), e.g., SNDX-5613, induces clinical remissions in patients with relapsed/refractory AML harboring MLL1-r or mtNPM1, but most patients either fail to respond or eventually relapse. Utilizing single cell RNA-Seq, ChiP-Seq, concordant perturbations in ATAC-Seq and RNA-Seq peaks, RPPA and CyTOF analyses, present pre-clinical studies elucidate gene-expression correlates of MI efficacy in AML cells harboring MLL1-r or mtNPM1. MI-mediated genome-wide, concordant, log2 fold-perturbations (up or down-regulation) in ATAC-Seq and RNA-Seq peaks were observed at the loci of MLL-FP target genes, with upregulation of mRNAs associated with AML differentiation. scRNA-Seq analysis of bone marrow aspirate (BMA) cells harboring MLL1-FP and FLT3 mutation revealed enrichment of gene-sets of TNFα, interferon α/γ, inflammatory response and apoptosis gene-sets, but negative enrichment of the gene-set of MYC targets. Notably, MI treatment reduced the number of cells expressing the stem/progenitor cell signature. A protein domain-focused CRISPR-Cas9 screen in MLL1-r AML cells identified targetable co-dependencies with MI treatment, including BRD4, EP300, MOZ and KDM1A. Consistent with this, in vitro co-treatment with MI and BET, MOZ, LSD1 or CBP/p300 inhibitor induced synergistic loss of viability of AML cells with MLL1-r or mtNPM1. Co-treatment with MI and BET or CBP/p300 inhibitor also exerted significantly superior in vivo efficacy in xenograft models of AML with MLL1-r. These findings highlight novel, MI-based combinations that could prevent escape of AML stem/progenitor cells following MI monotherapy and could potentially prevent therapy-refractory relapse of AML with MLL1-r or mtNPM1.
2023-04-19 | GSE228325 | GEO
Project description:Monotherapy with Menin inhibitor (MI), e.g., SNDX-5613, induces clinical remissions in patients with relapsed/refractory AML harboring MLL1-r or mtNPM1, but most patients either fail to respond or eventually relapse. Utilizing single cell RNA-Seq, ChiP-Seq, concordant perturbations in ATAC-Seq and RNA-Seq peaks, RPPA and CyTOF analyses, present pre-clinical studies elucidate gene-expression correlates of MI efficacy in AML cells harboring MLL1-r or mtNPM1. MI-mediated genome-wide, concordant, log2 fold-perturbations (up or down-regulation) in ATAC-Seq and RNA-Seq peaks were observed at the loci of MLL-FP target genes, with upregulation of mRNAs associated with AML differentiation. scRNA-Seq analysis of bone marrow aspirate (BMA) cells harboring MLL1-FP and FLT3 mutation revealed enrichment of gene-sets of TNFα, interferon α/γ, inflammatory response and apoptosis gene-sets, but negative enrichment of the gene-set of MYC targets. Notably, MI treatment reduced the number of cells expressing the stem/progenitor cell signature. A protein domain-focused CRISPR-Cas9 screen in MLL1-r AML cells identified targetable co-dependencies with MI treatment, including BRD4, EP300, MOZ and KDM1A. Consistent with this, in vitro co-treatment with MI and BET, MOZ, LSD1 or CBP/p300 inhibitor induced synergistic loss of viability of AML cells with MLL1-r or mtNPM1. Co-treatment with MI and BET or CBP/p300 inhibitor also exerted significantly superior in vivo efficacy in xenograft models of AML with MLL1-r. These findings highlight novel, MI-based combinations that could prevent escape of AML stem/progenitor cells following MI monotherapy and could potentially prevent therapy-refractory relapse of AML with MLL1-r or mtNPM1.
2023-04-19 | GSE228324 | GEO
Project description:Monotherapy with Menin inhibitor (MI), e.g., SNDX-5613, induces clinical remissions in patients with relapsed/refractory AML harboring MLL1-r or mtNPM1, but most patients either fail to respond or eventually relapse. Utilizing single cell RNA-Seq, ChiP-Seq, concordant perturbations in ATAC-Seq and RNA-Seq peaks, RPPA and CyTOF analyses, present pre-clinical studies elucidate gene-expression correlates of MI efficacy in AML cells harboring MLL1-r or mtNPM1. MI-mediated genome-wide, concordant, log2 fold-perturbations (up or down-regulation) in ATAC-Seq and RNA-Seq peaks were observed at the loci of MLL-FP target genes, with upregulation of mRNAs associated with AML differentiation. scRNA-Seq analysis of bone marrow aspirate (BMA) cells harboring MLL1-FP and FLT3 mutation revealed enrichment of gene-sets of TNFα, interferon α/γ, inflammatory response and apoptosis gene-sets, but negative enrichment of the gene-set of MYC targets. Notably, MI treatment reduced the number of cells expressing the stem/progenitor cell signature. A protein domain-focused CRISPR-Cas9 screen in MLL1-r AML cells identified targetable co-dependencies with MI treatment, including BRD4, EP300, MOZ and KDM1A. Consistent with this, in vitro co-treatment with MI and BET, MOZ, LSD1 or CBP/p300 inhibitor induced synergistic loss of viability of AML cells with MLL1-r or mtNPM1. Co-treatment with MI and BET or CBP/p300 inhibitor also exerted significantly superior in vivo efficacy in xenograft models of AML with MLL1-r. These findings highlight novel, MI-based combinations that could prevent escape of AML stem/progenitor cells following MI monotherapy and could potentially prevent therapy-refractory relapse of AML with MLL1-r or mtNPM1.
2023-04-19 | GSE228323 | GEO